Showing category results for CSE

How to Dockerize Python Package Management Tool UV

This post presents a hierarchical waterfall framework for evaluating query classification, retrieval, and generation in multi-agent LLM systems.

This article discusses the challenges and methodologies for creating a reliable groundtruth dataset for search evaluation. It highlights the use of TREC Pooling and GPT-4o assisted ranking to overcome the labor-intensive process of manual labeling, ensuring high-quality search evaluations even with limited data.

Azure Durable Functions streamline RAG indexing by combining push flexibility with pull reliability for scalable,

Infrastructure-as-Code (IaC) is a common DevOps practice that enterprises use to provision and deploy IT infrastructure. Enterprises applying IaC and continuous integration/continuous delivery (CI/CD) pipelines can maintain high availability and manage risk for their cloud environments at scale. However, multi-environment challenges, manual process...

This blog post discusses setting up a Pytest integration test framework for a system using Dapr and Testcontainers. This framework was initially setup for a customer to suit their needs and it has been extracted into a sample project to provide a starting point.

Exploring how to efficiently run a RAG pipeline with structured language models (SLMs) and guardrails on Windows, achieving inference under 5 seconds with ONNX Runtime GenAI.

In this blog post, we will explore how to integrate GX within the Microsoft Fabric environment and use it to validate data programmatically.

OpenTelemetry offers flexible observability in distributed systems, this post looks at how to integrate multiple data sources when connected and disconnected from the internet.

This post discusses the security risks of using Docker build-time arguments to pass secrets, and suggests alternative methods for handling secrets securely.